- Data affected by a perturbation is problematic for arima(), Arima().
- Seasonal ARIMA has effect of Jan (or Feb …) in year t on Jan (or Feb …) in year t+1. Not typical when working with population data.
- Removing the mean season is different than a seasonal difference.
- Data with multiple seasons (daily, monthly, yearly) will be problematic for standard ARIMA seasonal models.